Owner

nflverse

10 indexed repositories · View on GitHub

nflfastR
A Set of Functions to Efficiently Scrape NFL Play by Play Data

R · 545 stars
nflverse-data
Automated nflverse data repository

R · 396 stars
nfldata
NFL Data (by Lee Sharpe)

R · 360 stars
nflverse-pbp
builds play by play and player stats for nflverse/nflverse-data

R · 347 stars
nflreadpy
python port of nflreadr package for loading nflverse data

Python · 217 stars
nflreadr
Efficiently download nflverse data

R · 114 stars
nflseedR
Functions to Efficiently Simulate and Evaluate NFL Seasons

R · 32 stars
nflverse-rosters
builds roster data for nflverse/nflverse-data

R · 26 stars
nfl4th
NFL 4th down decision calculator

R · 23 stars
nflverse-pfr
builds pfr data for nflverse/nflverse-data

R · 9 stars

Beginner friendly Everything

Open All

[BUG] No data being read using `nflreadr::load_ff_rankings(type = "all")` Open

Difficulty 3/5 1-2 days Newbie friendliness 52/100

nflverse/nflreadr#324 · Opened Sep 18, 2026
Provenance question: does roster_weekly_<season>.csv (2016-2023) reflect contemporaneous weekly capture, or retrospective backfill? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

nflverse/nflverse-data#102 · Opened Sep 16, 2026
games.csv: 44 team-games (2022 wk8–2025 wk17) where the listed starting QB did not play — offered for consideration Open

Difficulty 3/5 1-2 days Newbie friendliness 58/100

nflverse/nfldata#37 · Opened Sep 13, 2026
Possible issues with 2026 stadium data Open

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

nflverse/nfldata#36 · Opened Sep 13, 2026
Licensing question Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

nflverse/nflverse-data#101 · Opened Sep 12, 2026
[BUG] Historical PBP: explicit kneels/spikes have qb_kneel = 0 / qb_spike = 0 Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

nflverse/nflfastR#603 · Opened Sep 10, 2026
[BUG] <team and opponent_team are NULL for one row in load_player_stats() (Steve Bono, 1999 week 9)> Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

nflverse/nflverse-data#98 · Opened Sep 8, 2026
Commercial use clarification for nflverse schedule data Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

nflverse/nfldata#35 · Opened Sep 2, 2026
spread_line sign flipped on 3 games (2021 W15 NE@IND, 2021 W17 CLE@PIT, 2023 W2 IND@HOU) Open

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

nflverse/nfldata#34 · Opened Aug 29, 2026
Better document roster statuses for the `players` data files Open

documentation

nflverse/nflreadr#315 · 6 comments · 1 assignee · Opened Aug 27, 2026
Incorrect PFR IDs in three historical roster identities Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

nflverse/nflverse-rosters#99 · Opened Aug 25, 2026
[`calculate_stats`] Can we include defensive fumble recovery TDs in `def_tds`? Open

Difficulty 2/5 1-3 hours Newbie friendliness 70/100

nflverse/nflfastR#600 · Opened Aug 13, 2026
Full Name Wrong Open

bug

nflverse/nflverse-rosters#97 · 1 assignee · Opened Jul 18, 2026
Add an explicit license to nfldata (currently unlicensed) Open

Difficulty 1/5 Under an hour Newbie friendliness 75/100

nflverse/nfldata#33 · 1 comment · Opened Jul 12, 2026
Implement `current` as an parameter to load_teams() Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

nflverse/nflreadpy#48 · Opened Jul 1, 2026
CRAN reverse dependency check: XGBoost raw model loader receives NULL Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

nflverse/nfl4th#59 · Opened Jun 22, 2026
README.md links to a missing CONTRIBUTING.md Open

Difficulty 2/5 1-3 hours Newbie friendliness 62/100

nflverse/nflreadpy#45 · 2 comments · Opened May 6, 2026
[BUG] Contradictions and missing data between load_players() and load_ff_playerids() Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

nflverse/nflreadr#308 · Opened Apr 3, 2026
[FEATURE REQ] Separate Defensive & Special Teams Fumbles in calculate_stats() Open

Difficulty 3/5 1-2 days Newbie friendliness 52/100

nflverse/nflfastR#581 · Opened Mar 18, 2026
[BUG] PBP scores are incorrect for 17 games Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

nflverse/nflverse-pbp#99 · 3 comments · Opened Mar 3, 2026
Incorrect Start Times Open

NFL data issue

Difficulty 3/5 1-2 days Newbie friendliness 42/100

nflverse/nflfastR#572 · 1 comment · Opened Feb 15, 2026
[BUG] Bad Kickoff EP Calibration for all non-standard kickoffs Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

nflverse/nflfastR#570 · 1 comment · Opened Feb 14, 2026
upkeep 2026 Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

nflverse/nfl4th#42 · 2 comments · Opened Feb 5, 2026
[BUG] vegas_wpa / wpa incorrect on some end-of-half and overtime plays Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

nflverse/nflfastR#561 · Opened Jan 28, 2026
README.md doesn't list nfl.load_teams() as an available function call Open

Difficulty 1/5 Under an hour Newbie friendliness 68/100

nflverse/nflreadpy#44 · Opened Jan 20, 2026
[BUG] EP on kickoff events is outdated (for 2024 and 2025) Open

Offseason to-do

Difficulty 4/5 3-5 days Newbie friendliness 35/100

nflverse/nflfastR#555 · 1 comment · Opened Jan 19, 2026
[FEATURE REQ] Add NFL.com transaction data to package Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

nflverse/nflverse-data#83 · 4 comments · Opened Jan 16, 2026
standings.csv - Missing playoff information Open

Difficulty 1/5 Under an hour Newbie friendliness 52/100

nflverse/nfldata#31 · Opened Jan 12, 2026
`nflverse_download(use_hive = TRUE)` includes more than hive-partitioned datasets Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

nflverse/nflreadr#295 · 2 comments · Opened Jan 9, 2026
Incorrect smart_id for Liam McCullough in roster_weekly_2025.csv Open

Difficulty 1/5 Under an hour Newbie friendliness 50/100

nflverse/nflverse-data#79 · Opened Dec 1, 2025
games.csv has 2025 international stadiums listed wrong Open

Difficulty 1/5 1-3 hours Newbie friendliness 78/100

nflverse/nfldata#29 · 1 comment · Opened Nov 15, 2025
`nflverse_game_id()` Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

nflverse/nflreadpy#40 · Opened Nov 2, 2025
games.csv location and stadium wrong for a few games Open

Difficulty 1/5 Under an hour Newbie friendliness 45/100

nflverse/nflverse-data#78 · 3 comments · Opened Oct 29, 2025
`nflverse_sitrep()` Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

nflverse/nflreadpy#37 · Opened Oct 23, 2025
`clean_player_names()`, `clean_team_abbrs()`, `player_name_mapping`, `team_abbr_mapping`, `team_abbr_mapping_norelocate` Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

nflverse/nflreadpy#36 · Opened Oct 23, 2025
`clean_homeaway()` Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

nflverse/nflreadpy#35 · Opened Oct 23, 2025
load_ff_rankings() needs parquet Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

nflverse/nflreadpy#25 · Opened Oct 1, 2025
load_ff_playerids() needs parquet Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

nflverse/nflreadpy#23 · Opened Oct 1, 2025
[BUG] 2025 injuries are missing Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

nflverse/nflreadpy#17 · 1 comment · Opened Sep 29, 2025
Check where nflverse-data is missing .parquet files Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

nflverse/nflreadpy#15 · 5 comments · Opened Sep 17, 2025
Metadata is missing Open

Difficulty 5/5 Over a week Newbie friendliness 28/100

nflverse/nflreadpy#14 · 2 comments · 1 reaction · Opened Sep 17, 2025
feature comparison with nflreadr v1.5.0 Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

nflverse/nflreadpy#2 · 2 comments · Opened Sep 11, 2025
[BUG] Missing PFR IDs in Roster_Weekly Open

Difficulty 3/5 1-2 days Newbie friendliness 52/100

nflverse/nflverse-rosters#95 · Opened Aug 28, 2025
Duplicated `gsis_it_id`s related to NGS mess Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

nflverse/nflverse-rosters#94 · Opened Aug 18, 2025
[BUG] Targets and receptions are equal for all of 2003 through 2008 Open

NFL data issue

Difficulty 3/5 1-2 days Newbie friendliness 45/100

nflverse/nflfastR#526 · 3 comments · Opened May 14, 2025
`2024_19_GB_PHI` has different drive result with what on ESPN.com Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

nflverse/nflfastR#506 · 7 comments · Opened Jan 17, 2025
[BUG] Problematic fixed_drive behavior linked to erroneous changes in posteam Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

nflverse/nflfastR#496 · 4 comments · Opened Nov 26, 2024
Several more incorrect stadium names Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

nflverse/nfldata#26 · Opened Nov 22, 2024
games.csv should list 2021 week 12 Raiders @ Cowboys "overtime" column as "1" Open

Difficulty 1/5 Under an hour Newbie friendliness 70/100

nflverse/nfldata#25 · Opened Nov 22, 2024
games.csv should list the Browns' home venue as "Cleveland Browns Stadium" for 2023, and "Huntington Bank Field" for 2024 Open

Difficulty 1/5 Under an hour Newbie friendliness 65/100

nflverse/nfldata#24 · Opened Nov 21, 2024

nflverse

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